A Variational Method for Sea Ice Ridging in Earth System Models

We have derived an analytic form of the thickness redistribution function, Ψ, and compressive strength of sea ice using variational principles. By using the technique of coarse‐graining vertical sea ice deformation, or ridging, in the momentum equation of the pack, we isolate frictional energy loss from potential energy gain in the collision of floes. The method accounts for macroporosity of ridge rubble, ϕR, and by including this in the state space of the pack, we expand the sea ice thickness distribution, g(h), to a bivariate distribution, g(h,ϕR). The effect of macroporosity is for the first time included in the large‐scale mass conservation and momentum equations of frozen oceans. We make assumptions that have simplified the problem, such as treating sea ice as a granular material in ridges, and assuming that bending moments associated with ridging are perturbations around an isostatic state. Regardless of these simplifications, the coarse‐grained ridge model is highly predictive of macroporosity and ridge shape. By ensuring that vertical sea ice deformation observes a variational principle both at the scale of individual ridges and over the pack as a whole, we can predict distributions of ridge shapes using equations that can be solved in Earth system models. Our method also offers the possibility of more accurate derivations of sea ice thickness from ice freeboard measured by space‐borne altimeters over polar oceans.

[1]  C. Bitz,et al.  An Emergent Sea Ice Floe Size Distribution in a Global Coupled Ocean‐Sea Ice Model , 2018, Journal of Geophysical Research: Oceans.

[2]  S. W. Hamilton On a General Method in Dynamics , 2018 .

[3]  Mark Seidleck,et al.  The ice, cloud, and land elevation satellite-2 — Overview, science, and applications , 2018, 2018 IEEE Aerospace Conference.

[4]  M. Losch,et al.  Impact of the Ice Strength Formulation on the Performance of a Sea Ice Thickness Distribution Model in the Arctic , 2017 .

[5]  David J. Harding,et al.  The Ice, Cloud, and land Elevation Satellite-2 (ICESat-2): Science requirements, concept, and implementation , 2017 .

[6]  Jakub Montewka,et al.  Estimating operability of ships in ridged ice fields , 2017 .

[7]  A. Kolinski,et al.  Coarse-Grained Protein Models and Their Applications. , 2016, Chemical reviews.

[8]  D. Feltham,et al.  The impact of variable sea ice roughness on changes in Arctic Ocean surface stress: A model study , 2016 .

[9]  Michel Tsamados,et al.  Response to Interactive comment : “ Characterizing Arctic sea ice topography using high-resolution IceBridge data , 2022 .

[10]  E. Tziperman,et al.  A prognostic model of the sea-ice floe size and thickness distribution , 2015 .

[11]  Theory of the Sea Ice Thickness Distribution. , 2015, Physical review letters.

[12]  J. Lemieux,et al.  A basal stress parameterization for modeling landfast ice , 2015 .

[13]  E. Hunke,et al.  Impacts of a mushy-layer thermodynamic approach in global sea-ice simulations using the CICE sea-ice model , 2015 .

[14]  E. Hansen,et al.  Ice ridge keel geometry and shape derived from one year of upward looking sonar data in the Fram Strait , 2015 .

[15]  P. Wadhams,et al.  On the uncertainty of sea-ice isostasy , 2015, Annals of Glaciology.

[16]  E. Virga Rayleigh-Lagrange formalism for classical dissipative systems. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[17]  L. Stein,et al.  The principle of stationary nonconservative action for classical mechanics and field theories , 2014, 1412.3082.

[18]  Kathleen F. Jones,et al.  The seasonal evolution of sea ice floe size distribution , 2014 .

[19]  Son V. Nghiem,et al.  Interdecadal changes in snow depth on Arctic sea ice , 2014 .

[20]  D. Feltham,et al.  Impact of Variable Atmospheric and Oceanic Form Drag on Simulations of Arctic Sea Ice , 2014 .

[21]  R. Gerdes,et al.  Sensitivity of simulated Arctic sea ice to realistic ice thickness distributions and snow parameterizations , 2014 .

[22]  P. Henrard,et al.  Measurement of the $\Lambda_b^0$, $\Xi_b^-$ and $\Omega_b^-$ baryon masses , 2013, 1302.1072.

[23]  S. Hendricks,et al.  Water content estimates of a first-year sea-ice pressure ridge keel from surface-nuclear magnetic resonance tomography , 2013, Annals of Glaciology.

[24]  Denise Sudom,et al.  A comprehensive analysis of the morphology of first-year sea ice ridges , 2012 .

[25]  C. Haas,et al.  Morphology of sea ice pressure ridges in the northwestern Weddell Sea in winter , 2012 .

[26]  Gregory A. Voth,et al.  The Multiscale Coarse‐Graining Method , 2012 .

[27]  R. Illner,et al.  Smoluchowski coagulation models of sea ice thickness distribution dynamics , 2011 .

[28]  P. Wadhams,et al.  Arctic sea ice thickness characteristics in winter 2004 and 2007 from submarine sonar transects , 2011 .

[29]  Peter Wadhams,et al.  The relation between Arctic sea ice surface elevation and draft: A case study using coincident AUV sonar and airborne scanning laser , 2011 .

[30]  Andrew Roberts,et al.  Spatial and temporal characterization of sea-ice deformation , 2011, Annals of Glaciology.

[31]  Hajo Eicken,et al.  Synoptic airborne thickness surveys reveal state of Arctic sea ice cover , 2010 .

[32]  Garry Timco,et al.  A review of the engineering properties of sea ice , 2010 .

[33]  Wilford F. Weeks,et al.  On sea ice , 2010 .

[34]  Hajo Eicken,et al.  Pore space percolation in sea ice single crystals , 2009 .

[35]  H. Stern,et al.  Spatial scaling of Arctic sea ice deformation , 2009 .

[36]  Ron Kwok,et al.  Thinning and volume loss of the Arctic Ocean sea ice cover: 2003–2008 , 2009 .

[37]  T. Fichefet,et al.  Simulating the mass balance and salinity of Arctic and Antarctic sea ice 2: Importance of sea ice salinity variations , 2009 .

[38]  Andrew Roberts,et al.  Role of ice dynamics in the sea ice mass balance , 2008 .

[39]  Gregory A. Voth,et al.  The multiscale coarse-graining method. I. A rigorous bridge between atomistic and coarse-grained models. , 2008, The Journal of chemical physics.

[40]  Stephen F. Ackley,et al.  Thickness distribution of Antarctic sea ice , 2008 .

[41]  Peter Wadhams,et al.  Digital terrain mapping of the underside of sea ice from a small AUV , 2008 .

[42]  Knut V. Høyland,et al.  Morphology and small-scale strength of ridges in the North-western Barents Sea , 2007 .

[43]  P. O. Moslet Field testing of uniaxial compression strength of columnar sea ice , 2007 .

[44]  William H. Lipscomb,et al.  Ridging, strength, and stability in high-resolution sea ice models , 2007 .

[45]  David Marsan,et al.  Scale dependence and localization of the deformation of Arctic sea ice. , 2004, Physical review letters.

[46]  Vtt Publications,et al.  Constitutive Modeling of Ice Rubble in First-Year Ridge Keel , 2004 .

[47]  D. A. Rothrock,et al.  Modeling Global Sea Ice with a Thickness and Enthalpy Distribution Model in Generalized Curvilinear Coordinates , 2003 .

[48]  J. Weiss,et al.  Scaling of Fracture and Faulting of Ice on Earth , 2003 .

[49]  J. Weiss,et al.  Fracture and fragmentation of ice: a fractal analysis of scale invariance , 2001 .

[50]  Marika M. Holland,et al.  Simulating the ice‐thickness distribution in a coupled climate model , 2001 .

[51]  Determining the floe-size distribution of East Antarctic sea ice from digital aerial photographs , 2001, Annals of Glaciology.

[52]  Mark A. Hopkins,et al.  Four stages of pressure ridging , 1998 .

[53]  R. Massom,et al.  Sea-ice pressure ridges in East Antarctica , 1998, Annals of Glaciology.

[54]  A. Kovacs Estimating the full‐scale flexural and compressive strength of first‐year sea ice , 1997 .

[55]  Garry Timco,et al.  An analysis of the shapes of sea ice ridges , 1997 .

[56]  L. I. Sedov,et al.  Mechanics of continuous media , 1997 .

[57]  M. Jeffries,et al.  The thickness distribution of sea ice and snow cover during late winter in the Bellingshausen and Amundsen Seas, Antarctica , 1996 .

[58]  A. Kovacs Sea Ice: Part II. Estimating the Full-Scale Tensile, Flexural, and Compressive Strength of First-Year Ice, , 1996 .

[59]  Humfrey Melling,et al.  Development of seasonal pack ice in the Beaufort Sea during the winter of 1991–1992: A view from below , 1996 .

[60]  R. G. Bowen,et al.  A study of the morphology of a discontinuous section of a first year arctic pressure ridge , 1996 .

[61]  William D. Hibler,et al.  Ridging and strength in modeling the thickness distribution of Arctic sea ice , 1995 .

[62]  H. Melling,et al.  The underside topography of sea ice over the continental shelf of the Beaufort Sea in the winter of 1990 , 1995 .

[63]  Peter Wadhams,et al.  A statistical analysis of Arctic pressure ridge morphology , 1995 .

[64]  F. Wan Introduction To The Calculus of Variations And Its Applications , 1994 .

[65]  Mark A. Hopkins,et al.  On the ridging of intact lead ice , 1994 .

[66]  P. Wadhams The fractal properties of the underside of , 1994 .

[67]  Topography of the upper and lower surfaces of 10 hectares of deformed sea ice , 1993 .

[68]  Matti Leppäranta,et al.  Statistical properties of sea ice surface topography in the Baltic Sea , 1993 .

[69]  Jeffrey R. Key,et al.  Fractal nature of the sea ice draft profile , 1991 .

[70]  M. A. Hopkins,et al.  On the numerical simulation of the sea ice ridging process , 1991 .

[71]  M Lepparanta,et al.  FIELD MEASUREMENTS OF THE STRUCTURE AND STRENGTH OF FIRST-YEAR ICE RIDGES IN THE BALTIC SEA , 1989 .

[72]  Peter Wadhams,et al.  The underside of Arctic sea ice imaged by sidescan sonar , 1988, Nature.

[73]  Stephen F. Ackley,et al.  The ice thickness distribution across the Atlantic sector of the Antarctic Ocean in midwinter , 1987 .

[74]  Peter Wadhams,et al.  On the spacing and draft distributions for pressure ridge keels , 1986 .

[75]  Malcolm Mellor,et al.  Mechanical behavior of sea ice , 1986 .

[76]  J. W. Govoni,et al.  STRUCTURE OF FIRST-YEAR PRESSURE RIDGE SAILS IN THE PRUDHOE BAY REGION , 1984 .

[77]  Walter B. Tucker,et al.  Morphological investigations of first-year sea ice pressure ridge sails , 1981 .

[78]  William D. Hibler,et al.  Modeling a variable thickness sea ice cover , 1980 .

[79]  Malcolm Mellor SHIP RESISTANCE IN THICK BRASH ICE , 1980 .

[80]  R. Colony,et al.  The thickness distribution of sea ice , 1975 .

[81]  D. Rothrock,et al.  The energetics of the plastic deformation of pack ice by ridging , 1975 .

[82]  M. Coon,et al.  Model of pressure ridge formation in sea ice , 1972 .

[83]  P. Wadhams,et al.  The Fractal Properties Of The Underside OfArctic Sea Ice , 1970 .

[84]  John William Strutt,et al.  Some General Theorems relating to Vibrations , 1871 .

[85]  W. Hamilton VII. Second essay on a general method in dynamics , 1835, Philosophical Transactions of the Royal Society of London.

[86]  W. Hamilton XV. On a general method in dynamics; by which the study of the motions of all free systems of attracting or repelling points is reduced to the search and differentiation of one central relation, or characteristic function , 1834, Philosophical Transactions of the Royal Society of London.